Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 2195 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 177 |
| Duplicate rows (%) | 8.1% |
| Total size in memory | 494.3 KiB |
| Average record size in memory | 230.6 B |
Variable types
| Categorical | 15 |
|---|---|
| Numeric | 16 |
| Dataset has 177 (8.1%) duplicate rows | Duplicates |
Income is highly overall correlated with Wines and 12 other fields | High correlation |
Wines is highly overall correlated with Income and 10 other fields | High correlation |
Fruits is highly overall correlated with Income and 8 other fields | High correlation |
Meat is highly overall correlated with Income and 12 other fields | High correlation |
Fish is highly overall correlated with Income and 8 other fields | High correlation |
Sweet is highly overall correlated with Income and 8 other fields | High correlation |
Gold is highly overall correlated with Income and 10 other fields | High correlation |
NumDealsPurchases is highly overall correlated with HasChildren | High correlation |
NumWebPurchases is highly overall correlated with Income and 7 other fields | High correlation |
NumCatalogPurchases is highly overall correlated with Income and 11 other fields | High correlation |
NumStorePurchases is highly overall correlated with Income and 10 other fields | High correlation |
NumWebVisitsMonth is highly overall correlated with Income and 3 other fields | High correlation |
TotalSpent is highly overall correlated with Income and 11 other fields | High correlation |
Age is highly overall correlated with AgeGroup and 1 other fields | High correlation |
Education is highly overall correlated with EducationLevel and 1 other fields | High correlation |
Kidhome is highly overall correlated with Children and 2 other fields | High correlation |
Teenhome is highly overall correlated with Children and 1 other fields | High correlation |
Children is highly overall correlated with Kidhome and 3 other fields | High correlation |
FamilySize is highly overall correlated with Kidhome and 3 other fields | High correlation |
TotalAcceptedCmp is highly overall correlated with AcceptedSmth | High correlation |
AcceptedSmth is highly overall correlated with TotalAcceptedCmp | High correlation |
HasChildren is highly overall correlated with Income and 8 other fields | High correlation |
BoughtCatalog is highly overall correlated with Income and 7 other fields | High correlation |
AgeGroup is highly overall correlated with Age and 1 other fields | High correlation |
InRelationship is highly overall correlated with FamilySize | High correlation |
EducationLevel is highly overall correlated with Education and 1 other fields | High correlation |
MedEducationTotalSpent is highly overall correlated with Education and 1 other fields | High correlation |
MedAgeGroupTotalSpent is highly overall correlated with Age and 1 other fields | High correlation |
TotalAcceptedCmp is highly imbalanced (57.0%) | Imbalance |
Recency has 27 (1.2%) zeros | Zeros |
Fruits has 391 (17.8%) zeros | Zeros |
Fish has 379 (17.3%) zeros | Zeros |
Sweet has 411 (18.7%) zeros | Zeros |
Gold has 61 (2.8%) zeros | Zeros |
NumDealsPurchases has 34 (1.5%) zeros | Zeros |
NumWebPurchases has 37 (1.7%) zeros | Zeros |
NumCatalogPurchases has 564 (25.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-05 16:50:29.100407 |
|---|---|
| Analysis finished | 2023-11-05 16:51:33.013032 |
| Duration | 1 minute and 3.91 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
Education
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| Graduation | |
|---|---|
| PhD | |
| Master | |
| 2n Cycle | |
| Basic | 54 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 7.5330296 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16535 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduation |
|---|---|
| 2nd row | Graduation |
| 3rd row | Graduation |
| 4th row | Graduation |
| 5th row | PhD |
Common Values
| Value | Count | Frequency (%) |
| Graduation | 1109 | |
| PhD | 471 | |
| Master | 363 | 16.5% |
| 2n Cycle | 198 | 9.0% |
| Basic | 54 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduation | 1109 | |
| phd | 471 | |
| master | 363 | 15.2% |
| 2n | 198 | 8.3% |
| cycle | 198 | 8.3% |
| basic | 54 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2635 | |
| r | 1472 | |
| t | 1472 | |
| n | 1307 | 7.9% |
| i | 1163 | 7.0% |
| G | 1109 | 6.7% |
| d | 1109 | 6.7% |
| u | 1109 | 6.7% |
| o | 1109 | 6.7% |
| e | 561 | 3.4% |
| Other values (12) | 3489 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13473 | |
| Uppercase Letter | 2666 | 16.1% |
| Decimal Number | 198 | 1.2% |
| Space Separator | 198 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2635 | |
| r | 1472 | |
| t | 1472 | |
| n | 1307 | |
| i | 1163 | |
| d | 1109 | |
| u | 1109 | |
| o | 1109 | |
| e | 561 | 4.2% |
| h | 471 | 3.5% |
| Other values (4) | 1065 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1109 | |
| D | 471 | |
| P | 471 | |
| M | 363 | 13.6% |
| C | 198 | 7.4% |
| B | 54 | 2.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 198 |
Space Separator
| Value | Count | Frequency (%) |
| 198 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16139 | |
| Common | 396 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2635 | |
| r | 1472 | |
| t | 1472 | |
| n | 1307 | |
| i | 1163 | 7.2% |
| G | 1109 | 6.9% |
| d | 1109 | 6.9% |
| u | 1109 | 6.9% |
| o | 1109 | 6.9% |
| e | 561 | 3.5% |
| Other values (10) | 3093 |
Common
| Value | Count | Frequency (%) |
| 2 | 198 | |
| 198 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16535 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2635 | |
| r | 1472 | |
| t | 1472 | |
| n | 1307 | 7.9% |
| i | 1163 | 7.0% |
| G | 1109 | 6.7% |
| d | 1109 | 6.7% |
| u | 1109 | 6.7% |
| o | 1109 | 6.7% |
| e | 561 | 3.4% |
| Other values (12) | 3489 |
Income
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1953 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51784.119 |
| Minimum | 3502 |
|---|---|
| Maximum | 105471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 3502 |
|---|---|
| 5-th percentile | 19502.5 |
| Q1 | 35428.5 |
| median | 51373 |
| Q3 | 68334 |
| 95-th percentile | 83829 |
| Maximum | 105471 |
| Range | 101969 |
| Interquartile range (IQR) | 32905.5 |
Descriptive statistics
| Standard deviation | 20502.347 |
|---|---|
| Coefficient of variation (CV) | 0.39591958 |
| Kurtosis | -0.89630948 |
| Mean | 51784.119 |
| Median Absolute Deviation (MAD) | 16438 |
| Skewness | 0.025150338 |
| Sum | 1.1366614 × 108 |
| Variance | 4.2034623 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7500 | 12 | 0.5% |
| 35860 | 4 | 0.2% |
| 48432 | 3 | 0.1% |
| 83844 | 3 | 0.1% |
| 37760 | 3 | 0.1% |
| 46098 | 3 | 0.1% |
| 18929 | 3 | 0.1% |
| 63841 | 3 | 0.1% |
| 80134 | 3 | 0.1% |
| 18690 | 3 | 0.1% |
| Other values (1943) | 2155 |
| Value | Count | Frequency (%) |
| 3502 | 1 | < 0.1% |
| 4861 | 1 | < 0.1% |
| 5305 | 1 | < 0.1% |
| 7500 | 12 | |
| 8820 | 1 | < 0.1% |
| 8940 | 1 | < 0.1% |
| 9255 | 1 | < 0.1% |
| 9548 | 1 | < 0.1% |
| 9722 | 1 | < 0.1% |
| 10245 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 105471 | 1 | |
| 102692 | 1 | |
| 102160 | 1 | |
| 101970 | 1 | |
| 98777 | 2 | |
| 96876 | 1 | |
| 96843 | 1 | |
| 96547 | 1 | |
| 95529 | 1 | |
| 95169 | 1 |
Kidhome
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 46 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1269 | |
| 1 | 880 | |
| 2 | 46 | 2.1% |
Teenhome
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 50 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 1011 | |
| 2 | 50 | 2.3% |
Recency
Real number (ℝ)
ZEROS
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.029613 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 27 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 49 |
| Q3 | 74 |
| 95-th percentile | 94 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 28.91908 |
|---|---|
| Coefficient of variation (CV) | 0.58982884 |
| Kurtosis | -1.1984055 |
| Mean | 49.029613 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.00058987382 |
| Sum | 107620 |
| Variance | 836.31316 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 37 | 1.7% |
| 54 | 32 | 1.5% |
| 30 | 32 | 1.5% |
| 46 | 31 | 1.4% |
| 3 | 29 | 1.3% |
| 92 | 29 | 1.3% |
| 71 | 29 | 1.3% |
| 49 | 29 | 1.3% |
| 65 | 29 | 1.3% |
| 24 | 28 | 1.3% |
| Other values (90) | 1890 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 24 | |
| 2 | 27 | |
| 3 | 29 | |
| 4 | 26 | |
| 5 | 15 | |
| 6 | 21 | |
| 7 | 12 | |
| 8 | 25 | |
| 9 | 23 |
| Value | Count | Frequency (%) |
| 99 | 16 | |
| 98 | 21 | |
| 97 | 20 | |
| 96 | 23 | |
| 95 | 18 | |
| 94 | 26 | |
| 93 | 21 | |
| 92 | 29 | |
| 91 | 18 | |
| 90 | 20 |
Wines
Real number (ℝ)
HIGH CORRELATION
| Distinct | 774 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 307.38405 |
| Minimum | 0 |
|---|---|
| Maximum | 1493 |
| Zeros | 13 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 24 |
| median | 179 |
| Q3 | 508 |
| 95-th percentile | 1001 |
| Maximum | 1493 |
| Range | 1493 |
| Interquartile range (IQR) | 484 |
Descriptive statistics
| Standard deviation | 337.76734 |
|---|---|
| Coefficient of variation (CV) | 1.0988447 |
| Kurtosis | 0.5607358 |
| Mean | 307.38405 |
| Median Absolute Deviation (MAD) | 169 |
| Skewness | 1.1609551 |
| Sum | 674708 |
| Variance | 114086.78 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 41 | 1.9% |
| 6 | 36 | 1.6% |
| 5 | 36 | 1.6% |
| 4 | 33 | 1.5% |
| 1 | 33 | 1.5% |
| 3 | 30 | 1.4% |
| 8 | 29 | 1.3% |
| 9 | 27 | 1.2% |
| 12 | 25 | 1.1% |
| 14 | 24 | 1.1% |
| Other values (764) | 1881 |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.6% |
| 1 | 33 | |
| 2 | 41 | |
| 3 | 30 | |
| 4 | 33 | |
| 5 | 36 | |
| 6 | 36 | |
| 7 | 21 | |
| 8 | 29 | |
| 9 | 27 |
| Value | Count | Frequency (%) |
| 1493 | 1 | |
| 1492 | 2 | |
| 1486 | 1 | |
| 1478 | 2 | |
| 1462 | 1 | |
| 1459 | 1 | |
| 1449 | 1 | |
| 1396 | 1 | |
| 1394 | 1 | |
| 1379 | 1 |
Fruits
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 158 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.503872 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 391 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 122.3 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 39.845261 |
|---|---|
| Coefficient of variation (CV) | 1.5033751 |
| Kurtosis | 4.0180721 |
| Mean | 26.503872 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.0925381 |
| Sum | 58176 |
| Variance | 1587.6448 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 391 | 17.8% |
| 1 | 152 | 6.9% |
| 2 | 116 | 5.3% |
| 3 | 114 | 5.2% |
| 4 | 101 | 4.6% |
| 7 | 67 | 3.1% |
| 5 | 62 | 2.8% |
| 6 | 61 | 2.8% |
| 12 | 50 | 2.3% |
| 8 | 48 | 2.2% |
| Other values (148) | 1033 |
| Value | Count | Frequency (%) |
| 0 | 391 | |
| 1 | 152 | 6.9% |
| 2 | 116 | 5.3% |
| 3 | 114 | 5.2% |
| 4 | 101 | 4.6% |
| 5 | 62 | 2.8% |
| 6 | 61 | 2.8% |
| 7 | 67 | 3.1% |
| 8 | 48 | 2.2% |
| 9 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 199 | 2 | |
| 197 | 1 | < 0.1% |
| 194 | 3 | |
| 193 | 2 | |
| 190 | 1 | < 0.1% |
| 189 | 1 | < 0.1% |
| 185 | 2 | |
| 184 | 1 | < 0.1% |
| 183 | 3 | |
| 181 | 1 | < 0.1% |
Meat
Real number (ℝ)
HIGH CORRELATION
| Distinct | 550 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.20547 |
| Minimum | 0 |
|---|---|
| Maximum | 984 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 68 |
| Q3 | 232.5 |
| 95-th percentile | 680.1 |
| Maximum | 984 |
| Range | 984 |
| Interquartile range (IQR) | 216.5 |
Descriptive statistics
| Standard deviation | 215.51534 |
|---|---|
| Coefficient of variation (CV) | 1.3045291 |
| Kurtosis | 2.2941498 |
| Mean | 165.20547 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | 1.7154855 |
| Sum | 362626 |
| Variance | 46446.862 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7 | 53 | 2.4% |
| 11 | 49 | 2.2% |
| 5 | 49 | 2.2% |
| 8 | 44 | 2.0% |
| 6 | 41 | 1.9% |
| 10 | 40 | 1.8% |
| 3 | 37 | 1.7% |
| 9 | 36 | 1.6% |
| 16 | 34 | 1.5% |
| 12 | 32 | 1.5% |
| Other values (540) | 1780 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 12 | 0.5% |
| 2 | 29 | |
| 3 | 37 | |
| 4 | 30 | |
| 5 | 49 | |
| 6 | 41 | |
| 7 | 53 | |
| 8 | 44 | |
| 9 | 36 |
| Value | Count | Frequency (%) |
| 984 | 1 | |
| 981 | 1 | |
| 974 | 1 | |
| 968 | 1 | |
| 961 | 1 | |
| 951 | 2 | |
| 946 | 1 | |
| 940 | 1 | |
| 936 | 1 | |
| 935 | 1 |
Fish
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 181 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.917084 |
| Minimum | 0 |
|---|---|
| Maximum | 259 |
| Zeros | 379 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 12 |
| Q3 | 50 |
| 95-th percentile | 169.6 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 54.897455 |
|---|---|
| Coefficient of variation (CV) | 1.447829 |
| Kurtosis | 3.0285932 |
| Mean | 37.917084 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.9055516 |
| Sum | 83228 |
| Variance | 3013.7306 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 379 | 17.3% |
| 2 | 147 | 6.7% |
| 3 | 128 | 5.8% |
| 4 | 107 | 4.9% |
| 6 | 81 | 3.7% |
| 7 | 63 | 2.9% |
| 8 | 57 | 2.6% |
| 10 | 54 | 2.5% |
| 13 | 48 | 2.2% |
| 11 | 46 | 2.1% |
| Other values (171) | 1085 |
| Value | Count | Frequency (%) |
| 0 | 379 | |
| 1 | 2 | 0.1% |
| 2 | 147 | 6.7% |
| 3 | 128 | 5.8% |
| 4 | 107 | 4.9% |
| 6 | 81 | 3.7% |
| 7 | 63 | 2.9% |
| 8 | 57 | 2.6% |
| 10 | 54 | 2.5% |
| 11 | 46 | 2.1% |
| Value | Count | Frequency (%) |
| 259 | 1 | < 0.1% |
| 258 | 3 | |
| 254 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 250 | 3 | |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| 240 | 2 | |
| 237 | 2 |
Sweet
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 175 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.120273 |
| Minimum | 0 |
|---|---|
| Maximum | 198 |
| Zeros | 411 |
| Zeros (%) | 18.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 34 |
| 95-th percentile | 125.3 |
| Maximum | 198 |
| Range | 198 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 40.888248 |
|---|---|
| Coefficient of variation (CV) | 1.5076635 |
| Kurtosis | 3.7858018 |
| Mean | 27.120273 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.0606236 |
| Sum | 59529 |
| Variance | 1671.8488 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 411 | 18.7% |
| 1 | 152 | 6.9% |
| 2 | 120 | 5.5% |
| 3 | 99 | 4.5% |
| 4 | 78 | 3.6% |
| 5 | 65 | 3.0% |
| 6 | 63 | 2.9% |
| 7 | 57 | 2.6% |
| 8 | 56 | 2.6% |
| 12 | 44 | 2.0% |
| Other values (165) | 1050 |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 1 | 152 | 6.9% |
| 2 | 120 | 5.5% |
| 3 | 99 | 4.5% |
| 4 | 78 | 3.6% |
| 5 | 65 | 3.0% |
| 6 | 63 | 2.9% |
| 7 | 57 | 2.6% |
| 8 | 56 | 2.6% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 198 | 1 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 194 | 3 | |
| 192 | 3 | |
| 191 | 1 | < 0.1% |
| 189 | 2 | |
| 188 | 1 | < 0.1% |
| 187 | 1 | < 0.1% |
Gold
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 209 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.844647 |
| Minimum | 0 |
|---|---|
| Maximum | 249 |
| Zeros | 61 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 25 |
| Q3 | 56 |
| 95-th percentile | 163 |
| Maximum | 249 |
| Range | 249 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 50.984027 |
|---|---|
| Coefficient of variation (CV) | 1.1628336 |
| Kurtosis | 2.7707724 |
| Mean | 43.844647 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.7790681 |
| Sum | 96239 |
| Variance | 2599.371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 68 | 3.1% |
| 3 | 67 | 3.1% |
| 1 | 64 | 2.9% |
| 5 | 63 | 2.9% |
| 12 | 61 | 2.8% |
| 0 | 61 | 2.8% |
| 2 | 59 | 2.7% |
| 6 | 55 | 2.5% |
| 7 | 52 | 2.4% |
| 10 | 49 | 2.2% |
| Other values (199) | 1596 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 64 | |
| 2 | 59 | |
| 3 | 67 | |
| 4 | 68 | |
| 5 | 63 | |
| 6 | 55 | |
| 7 | 52 | |
| 8 | 39 | |
| 9 | 43 |
| Value | Count | Frequency (%) |
| 249 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 245 | 1 | < 0.1% |
| 242 | 2 | 0.1% |
| 241 | 6 | |
| 233 | 1 | < 0.1% |
| 232 | 2 | 0.1% |
| 231 | 1 | < 0.1% |
NumDealsPurchases
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.301139 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 34 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8075032 |
|---|---|
| Coefficient of variation (CV) | 0.78548201 |
| Kurtosis | 5.9658652 |
| Mean | 2.301139 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.0427098 |
| Sum | 5051 |
| Variance | 3.267068 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 956 | |
| 2 | 493 | |
| 3 | 293 | 13.3% |
| 4 | 187 | 8.5% |
| 5 | 94 | 4.3% |
| 6 | 60 | 2.7% |
| 7 | 39 | 1.8% |
| 0 | 34 | 1.5% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Other values (5) | 17 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 34 | 1.5% |
| 1 | 956 | |
| 2 | 493 | |
| 3 | 293 | 13.3% |
| 4 | 187 | 8.5% |
| 5 | 94 | 4.3% |
| 6 | 60 | 2.7% |
| 7 | 39 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 13 | 3 | 0.1% |
| 12 | 3 | 0.1% |
| 11 | 5 | 0.2% |
| 10 | 5 | 0.2% |
| 9 | 8 | 0.4% |
| 8 | 14 | 0.6% |
| 7 | 39 | |
| 6 | 60 | |
| 5 | 94 |
NumWebPurchases
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0842825 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 37 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6228614 |
|---|---|
| Coefficient of variation (CV) | 0.64218413 |
| Kurtosis | -0.26257254 |
| Mean | 4.0842825 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.69593105 |
| Sum | 8965 |
| Variance | 6.8794019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 367 | |
| 1 | 344 | |
| 3 | 333 | |
| 4 | 276 | |
| 5 | 219 | |
| 6 | 201 | |
| 7 | 154 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.4% |
| 11 | 44 | 2.0% |
| Other values (2) | 80 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 37 | 1.7% |
| 1 | 344 | |
| 2 | 367 | |
| 3 | 333 | |
| 4 | 276 | |
| 5 | 219 | |
| 6 | 201 | |
| 7 | 154 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.4% |
| Value | Count | Frequency (%) |
| 11 | 44 | 2.0% |
| 10 | 43 | 2.0% |
| 9 | 75 | 3.4% |
| 8 | 102 | 4.6% |
| 7 | 154 | |
| 6 | 201 | |
| 5 | 219 | |
| 4 | 276 | |
| 3 | 333 | |
| 2 | 367 |
NumCatalogPurchases
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6437358 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 564 |
| Zeros (%) | 25.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7477845 |
|---|---|
| Coefficient of variation (CV) | 1.0393567 |
| Kurtosis | 0.400522 |
| Mean | 2.6437358 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0985023 |
| Sum | 5803 |
| Variance | 7.5503197 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 564 | |
| 1 | 488 | |
| 2 | 274 | |
| 3 | 182 | 8.3% |
| 4 | 181 | 8.2% |
| 5 | 137 | 6.2% |
| 6 | 127 | 5.8% |
| 7 | 79 | 3.6% |
| 8 | 55 | 2.5% |
| 10 | 47 | 2.1% |
| Other values (2) | 61 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 564 | |
| 1 | 488 | |
| 2 | 274 | |
| 3 | 182 | 8.3% |
| 4 | 181 | 8.2% |
| 5 | 137 | 6.2% |
| 6 | 127 | 5.8% |
| 7 | 79 | 3.6% |
| 8 | 55 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 11 | 19 | 0.9% |
| 10 | 47 | 2.1% |
| 9 | 42 | 1.9% |
| 8 | 55 | 2.5% |
| 7 | 79 | 3.6% |
| 6 | 127 | |
| 5 | 137 | |
| 4 | 181 | |
| 3 | 182 | |
| 2 | 274 |
NumStorePurchases
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8487472 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.2274591 |
|---|---|
| Coefficient of variation (CV) | 0.55182059 |
| Kurtosis | -0.64547572 |
| Mean | 5.8487472 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.71960829 |
| Sum | 12838 |
| Variance | 10.416492 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 3 | 483 | |
| 4 | 318 | |
| 2 | 218 | |
| 5 | 211 | |
| 6 | 177 | 8.1% |
| 8 | 147 | 6.7% |
| 7 | 141 | 6.4% |
| 10 | 124 | 5.6% |
| 9 | 106 | 4.8% |
| 12 | 104 | 4.7% |
| Other values (3) | 166 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 2 | 218 | |
| 3 | 483 | |
| 4 | 318 | |
| 5 | 211 | |
| 6 | 177 | 8.1% |
| 7 | 141 | 6.4% |
| 8 | 147 | 6.7% |
| 9 | 106 | 4.8% |
| 10 | 124 | 5.6% |
| Value | Count | Frequency (%) |
| 13 | 83 | 3.8% |
| 12 | 104 | 4.7% |
| 11 | 80 | 3.6% |
| 10 | 124 | 5.6% |
| 9 | 106 | 4.8% |
| 8 | 147 | |
| 7 | 141 | |
| 6 | 177 | |
| 5 | 211 | |
| 4 | 318 |
NumWebVisitsMonth
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3075171 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.2991245 |
|---|---|
| Coefficient of variation (CV) | 0.43318269 |
| Kurtosis | -0.77331129 |
| Mean | 5.3075171 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.28544135 |
| Sum | 11650 |
| Variance | 5.2859735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 7 | 387 | |
| 8 | 340 | |
| 6 | 334 | |
| 5 | 278 | |
| 4 | 216 | |
| 3 | 203 | |
| 2 | 201 | |
| 1 | 143 | 6.5% |
| 9 | 82 | 3.7% |
| 0 | 5 | 0.2% |
| Other values (3) | 6 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.2% |
| 1 | 143 | 6.5% |
| 2 | 201 | |
| 3 | 203 | |
| 4 | 216 | |
| 5 | 278 | |
| 6 | 334 | |
| 7 | 387 | |
| 8 | 340 | |
| 9 | 82 | 3.7% |
| Value | Count | Frequency (%) |
| 14 | 2 | 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 3 | 0.1% |
| 9 | 82 | 3.7% |
| 8 | 340 | |
| 7 | 387 | |
| 6 | 334 | |
| 5 | 278 | |
| 4 | 216 | |
| 3 | 203 |
Response
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1862 | |
| 1 | 333 | 15.2% |
TotalSpent
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1042 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 607.9754 |
| Minimum | 5 |
|---|---|
| Maximum | 2525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 69 |
| median | 400 |
| Q3 | 1048 |
| 95-th percentile | 1778.3 |
| Maximum | 2525 |
| Range | 2520 |
| Interquartile range (IQR) | 979 |
Descriptive statistics
| Standard deviation | 601.92621 |
|---|---|
| Coefficient of variation (CV) | 0.99005028 |
| Kurtosis | -0.34107337 |
| Mean | 607.9754 |
| Median Absolute Deviation (MAD) | 357 |
| Skewness | 0.85546372 |
| Sum | 1334506 |
| Variance | 362315.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 18 | 0.8% |
| 22 | 17 | 0.8% |
| 57 | 16 | 0.7% |
| 44 | 15 | 0.7% |
| 55 | 15 | 0.7% |
| 37 | 14 | 0.6% |
| 38 | 14 | 0.6% |
| 20 | 14 | 0.6% |
| 43 | 14 | 0.6% |
| 48 | 14 | 0.6% |
| Other values (1032) | 2044 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 5 | |
| 11 | 5 | |
| 12 | 2 | 0.1% |
| 13 | 6 | |
| 14 | 3 | 0.1% |
| 15 | 10 |
| Value | Count | Frequency (%) |
| 2525 | 2 | |
| 2524 | 1 | |
| 2486 | 1 | |
| 2440 | 1 | |
| 2352 | 1 | |
| 2349 | 1 | |
| 2346 | 1 | |
| 2302 | 2 | |
| 2283 | 1 | |
| 2279 | 1 |
Age
Real number (ℝ)
HIGH CORRELATION
| Distinct | 56 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.088383 |
| Minimum | 18 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 37 |
| median | 44 |
| Q3 | 55 |
| 95-th percentile | 64 |
| Maximum | 74 |
| Range | 56 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.695874 |
|---|---|
| Coefficient of variation (CV) | 0.25939883 |
| Kurtosis | -0.79761736 |
| Mean | 45.088383 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.090102309 |
| Sum | 98969 |
| Variance | 136.79346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38 | 88 | 4.0% |
| 43 | 84 | 3.8% |
| 39 | 82 | 3.7% |
| 42 | 78 | 3.6% |
| 36 | 76 | 3.5% |
| 44 | 75 | 3.4% |
| 49 | 74 | 3.4% |
| 41 | 71 | 3.2% |
| 40 | 69 | 3.1% |
| 45 | 69 | 3.1% |
| Other values (46) | 1429 |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.1% |
| 19 | 5 | 0.2% |
| 20 | 3 | 0.1% |
| 21 | 5 | 0.2% |
| 22 | 13 | |
| 23 | 14 | |
| 24 | 18 | |
| 25 | 29 | |
| 26 | 29 | |
| 27 | 27 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 71 | 6 | 0.3% |
| 70 | 7 | 0.3% |
| 69 | 7 | 0.3% |
| 68 | 16 | |
| 67 | 16 | |
| 66 | 21 | |
| 65 | 29 | |
| 64 | 28 |
Children
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 50 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1109 | |
| 0 | 624 | |
| 2 | 412 | 18.8% |
| 3 | 50 | 2.3% |
FamilySize
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | |
| 5 | 31 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 873 | |
| 2 | 751 | |
| 4 | 293 | 13.3% |
| 1 | 247 | 11.3% |
| 5 | 31 | 1.4% |
TotalAcceptedCmp
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 81 |
| 3 | 44 |
| 4 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 321 | 14.6% |
| 2 | 81 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
AcceptedSmth
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 457 | 20.8% |
HasChildren
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1571 | |
| 0 | 624 | 28.4% |
BoughtCatalog
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1631 | |
| 0 | 564 | 25.7% |
AgeGroup
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| Youth | |
|---|---|
| Average | |
| Elderly |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.9603645 |
| Min length | 5 |
Characters and Unicode
| Total characters | 13083 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Average |
|---|---|
| 2nd row | Elderly |
| 3rd row | Average |
| 4th row | Youth |
| 5th row | Youth |
Common Values
| Value | Count | Frequency (%) |
| Youth | 1141 | |
| Average | 744 | |
| Elderly | 310 | 14.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| youth | 1141 | |
| average | 744 | |
| elderly | 310 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1798 | |
| Y | 1141 | |
| o | 1141 | |
| u | 1141 | |
| t | 1141 | |
| h | 1141 | |
| r | 1054 | |
| A | 744 | 5.7% |
| v | 744 | 5.7% |
| a | 744 | 5.7% |
| Other values (5) | 2294 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10888 | |
| Uppercase Letter | 2195 | 16.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1798 | |
| o | 1141 | |
| u | 1141 | |
| t | 1141 | |
| h | 1141 | |
| r | 1054 | |
| v | 744 | |
| a | 744 | |
| g | 744 | |
| l | 620 | 5.7% |
| Other values (2) | 620 | 5.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1141 | |
| A | 744 | |
| E | 310 | 14.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13083 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1798 | |
| Y | 1141 | |
| o | 1141 | |
| u | 1141 | |
| t | 1141 | |
| h | 1141 | |
| r | 1054 | |
| A | 744 | 5.7% |
| v | 744 | 5.7% |
| a | 744 | 5.7% |
| Other values (5) | 2294 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13083 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1798 | |
| Y | 1141 | |
| o | 1141 | |
| u | 1141 | |
| t | 1141 | |
| h | 1141 | |
| r | 1054 | |
| A | 744 | 5.7% |
| v | 744 | 5.7% |
| a | 744 | 5.7% |
| Other values (5) | 2294 |
CustomerLastDays
Real number (ℝ)
| Distinct | 660 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 354.13895 |
| Minimum | 0 |
|---|---|
| Maximum | 699 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 98.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 180.5 |
| median | 356 |
| Q3 | 529 |
| 95-th percentile | 667 |
| Maximum | 699 |
| Range | 699 |
| Interquartile range (IQR) | 348.5 |
Descriptive statistics
| Standard deviation | 202.34602 |
|---|---|
| Coefficient of variation (CV) | 0.57137464 |
| Kurtosis | -1.2004498 |
| Mean | 354.13895 |
| Median Absolute Deviation (MAD) | 174 |
| Skewness | -0.020819167 |
| Sum | 777335 |
| Variance | 40943.911 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 667 | 12 | 0.5% |
| 500 | 11 | 0.5% |
| 655 | 11 | 0.5% |
| 48 | 11 | 0.5% |
| 38 | 10 | 0.5% |
| 313 | 10 | 0.5% |
| 98 | 9 | 0.4% |
| 608 | 9 | 0.4% |
| 543 | 9 | 0.4% |
| 85 | 9 | 0.4% |
| Other values (650) | 2094 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 5 | |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 699 | 1 | < 0.1% |
| 698 | 1 | < 0.1% |
| 697 | 4 | |
| 696 | 3 | |
| 695 | 5 | |
| 694 | 3 | |
| 693 | 1 | < 0.1% |
| 692 | 3 | |
| 691 | 4 | |
| 690 | 7 |
InRelationship
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2195 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2195 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2195 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1420 | |
| 0 | 775 |
EducationLevel
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.0 KiB |
| Graduate | |
|---|---|
| Postgraduate | |
| Undergraduate |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 10.09385 |
| Min length | 8 |
Characters and Unicode
| Total characters | 22156 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduate |
|---|---|
| 2nd row | Graduate |
| 3rd row | Graduate |
| 4th row | Graduate |
| 5th row | Postgraduate |
Common Values
| Value | Count | Frequency (%) |
| Graduate | 1109 | |
| Postgraduate | 834 | |
| Undergraduate | 252 | 11.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduate | 1109 | |
| postgraduate | 834 | |
| undergraduate | 252 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4390 | |
| t | 3029 | |
| r | 2447 | |
| d | 2447 | |
| e | 2447 | |
| u | 2195 | |
| G | 1109 | 5.0% |
| g | 1086 | 4.9% |
| P | 834 | 3.8% |
| o | 834 | 3.8% |
| Other values (3) | 1338 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19961 | |
| Uppercase Letter | 2195 | 9.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4390 | |
| t | 3029 | |
| r | 2447 | |
| d | 2447 | |
| e | 2447 | |
| u | 2195 | |
| g | 1086 | 5.4% |
| o | 834 | 4.2% |
| s | 834 | 4.2% |
| n | 252 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1109 | |
| P | 834 | |
| U | 252 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22156 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4390 | |
| t | 3029 | |
| r | 2447 | |
| d | 2447 | |
| e | 2447 | |
| u | 2195 | |
| G | 1109 | 5.0% |
| g | 1086 | 4.9% |
| P | 834 | 3.8% |
| o | 834 | 3.8% |
| Other values (3) | 1338 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22156 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 4390 | |
| t | 3029 | |
| r | 2447 | |
| d | 2447 | |
| e | 2447 | |
| u | 2195 | |
| G | 1109 | 5.0% |
| g | 1086 | 4.9% |
| P | 834 | 3.8% |
| o | 834 | 3.8% |
| Other values (3) | 1338 | 6.0% |
MedEducationTotalSpent
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 415.0 | |
|---|---|
| 496.0 | |
| 390.0 | |
| 207.5 | |
| 57.0 | 54 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9753986 |
| Min length | 4 |
Characters and Unicode
| Total characters | 10921 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 415.0 |
|---|---|
| 2nd row | 415.0 |
| 3rd row | 415.0 |
| 4th row | 415.0 |
| 5th row | 496.0 |
Common Values
| Value | Count | Frequency (%) |
| 415.0 | 1109 | |
| 496.0 | 471 | |
| 390.0 | 363 | 16.5% |
| 207.5 | 198 | 9.0% |
| 57.0 | 54 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 415.0 | 1109 | |
| 496.0 | 471 | |
| 390.0 | 363 | 16.5% |
| 207.5 | 198 | 9.0% |
| 57.0 | 54 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2558 | |
| . | 2195 | |
| 4 | 1580 | |
| 5 | 1361 | |
| 1 | 1109 | |
| 9 | 834 | 7.6% |
| 6 | 471 | 4.3% |
| 3 | 363 | 3.3% |
| 7 | 252 | 2.3% |
| 2 | 198 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8726 | |
| Other Punctuation | 2195 | 20.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2558 | |
| 4 | 1580 | |
| 5 | 1361 | |
| 1 | 1109 | |
| 9 | 834 | 9.6% |
| 6 | 471 | 5.4% |
| 3 | 363 | 4.2% |
| 7 | 252 | 2.9% |
| 2 | 198 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2195 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10921 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2558 | |
| . | 2195 | |
| 4 | 1580 | |
| 5 | 1361 | |
| 1 | 1109 | |
| 9 | 834 | 7.6% |
| 6 | 471 | 4.3% |
| 3 | 363 | 3.3% |
| 7 | 252 | 2.3% |
| 2 | 198 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10921 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2558 | |
| . | 2195 | |
| 4 | 1580 | |
| 5 | 1361 | |
| 1 | 1109 | |
| 9 | 834 | 7.6% |
| 6 | 471 | 4.3% |
| 3 | 363 | 3.3% |
| 7 | 252 | 2.3% |
| 2 | 198 | 1.8% |
MedAgeGroupTotalSpent
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.8 KiB |
| 219.0 | |
|---|---|
| 522.0 | |
| 657.5 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 10975 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 522.0 |
|---|---|
| 2nd row | 657.5 |
| 3rd row | 522.0 |
| 4th row | 219.0 |
| 5th row | 219.0 |
Common Values
| Value | Count | Frequency (%) |
| 219.0 | 1141 | |
| 522.0 | 744 | |
| 657.5 | 310 | 14.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 219.0 | 1141 | |
| 522.0 | 744 | |
| 657.5 | 310 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2629 | |
| . | 2195 | |
| 0 | 1885 | |
| 5 | 1364 | |
| 1 | 1141 | |
| 9 | 1141 | |
| 6 | 310 | 2.8% |
| 7 | 310 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8780 | |
| Other Punctuation | 2195 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2629 | |
| 0 | 1885 | |
| 5 | 1364 | |
| 1 | 1141 | |
| 9 | 1141 | |
| 6 | 310 | 3.5% |
| 7 | 310 | 3.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2195 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10975 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 2629 | |
| . | 2195 | |
| 0 | 1885 | |
| 5 | 1364 | |
| 1 | 1141 | |
| 9 | 1141 | |
| 6 | 310 | 2.8% |
| 7 | 310 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10975 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 2629 | |
| . | 2195 | |
| 0 | 1885 | |
| 5 | 1364 | |
| 1 | 1141 | |
| 9 | 1141 | |
| 6 | 310 | 2.8% |
| 7 | 310 | 2.8% |
| Income | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | TotalSpent | Age | CustomerLastDays | Education | Kidhome | Teenhome | Response | Children | FamilySize | TotalAcceptedCmp | AcceptedSmth | HasChildren | BoughtCatalog | AgeGroup | InRelationship | EducationLevel | MedEducationTotalSpent | MedAgeGroupTotalSpent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Income | 1.000 | 0.010 | 0.846 | 0.593 | 0.831 | 0.588 | 0.578 | 0.524 | -0.196 | 0.589 | 0.804 | 0.750 | -0.644 | 0.865 | 0.221 | -0.024 | 0.172 | 0.421 | 0.349 | 0.260 | 0.335 | 0.222 | 0.250 | 0.383 | 0.543 | 0.600 | 0.191 | 0.019 | 0.179 | 0.172 | 0.191 |
| Recency | 0.010 | 1.000 | 0.017 | 0.026 | 0.028 | 0.014 | 0.026 | 0.019 | 0.007 | -0.000 | 0.029 | 0.003 | -0.020 | 0.022 | 0.015 | 0.027 | 0.000 | 0.065 | 0.047 | 0.210 | 0.033 | 0.030 | 0.000 | 0.000 | 0.021 | 0.000 | 0.071 | 0.055 | 0.000 | 0.000 | 0.071 |
| Wines | 0.846 | 0.017 | 1.000 | 0.514 | 0.829 | 0.520 | 0.505 | 0.574 | 0.051 | 0.745 | 0.830 | 0.805 | -0.402 | 0.935 | 0.238 | 0.153 | 0.116 | 0.411 | 0.112 | 0.266 | 0.220 | 0.156 | 0.302 | 0.473 | 0.354 | 0.631 | 0.138 | 0.034 | 0.143 | 0.116 | 0.138 |
| Fruits | 0.593 | 0.026 | 0.514 | 1.000 | 0.718 | 0.704 | 0.692 | 0.569 | -0.119 | 0.473 | 0.637 | 0.582 | -0.455 | 0.687 | 0.029 | 0.125 | 0.072 | 0.316 | 0.122 | 0.151 | 0.270 | 0.187 | 0.130 | 0.179 | 0.458 | 0.407 | 0.047 | 0.000 | 0.091 | 0.072 | 0.047 |
| Meat | 0.831 | 0.028 | 0.829 | 0.718 | 1.000 | 0.731 | 0.704 | 0.648 | -0.045 | 0.694 | 0.852 | 0.788 | -0.500 | 0.940 | 0.122 | 0.150 | 0.070 | 0.363 | 0.229 | 0.258 | 0.359 | 0.244 | 0.182 | 0.294 | 0.608 | 0.506 | 0.090 | 0.046 | 0.076 | 0.070 | 0.090 |
| Fish | 0.588 | 0.014 | 0.520 | 0.704 | 0.731 | 1.000 | 0.702 | 0.565 | -0.131 | 0.466 | 0.660 | 0.579 | -0.471 | 0.699 | 0.031 | 0.129 | 0.064 | 0.327 | 0.141 | 0.126 | 0.289 | 0.200 | 0.118 | 0.178 | 0.486 | 0.426 | 0.079 | 0.000 | 0.075 | 0.064 | 0.079 |
| Sweet | 0.578 | 0.026 | 0.505 | 0.692 | 0.704 | 0.702 | 1.000 | 0.542 | -0.113 | 0.459 | 0.634 | 0.582 | -0.459 | 0.674 | -0.003 | 0.115 | 0.073 | 0.319 | 0.111 | 0.134 | 0.269 | 0.183 | 0.110 | 0.168 | 0.453 | 0.419 | 0.046 | 0.041 | 0.095 | 0.073 | 0.046 |
| Gold | 0.524 | 0.019 | 0.574 | 0.569 | 0.648 | 0.565 | 0.542 | 1.000 | 0.096 | 0.574 | 0.658 | 0.541 | -0.267 | 0.698 | 0.077 | 0.227 | 0.083 | 0.283 | 0.031 | 0.161 | 0.175 | 0.132 | 0.130 | 0.230 | 0.281 | 0.527 | 0.071 | 0.043 | 0.106 | 0.083 | 0.071 |
| NumDealsPurchases | -0.196 | 0.007 | 0.051 | -0.119 | -0.045 | -0.131 | -0.113 | 0.096 | 1.000 | 0.294 | -0.056 | 0.092 | 0.397 | -0.021 | 0.094 | 0.217 | 0.013 | 0.212 | 0.350 | 0.097 | 0.371 | 0.271 | 0.077 | 0.136 | 0.567 | 0.222 | 0.048 | 0.020 | 0.015 | 0.013 | 0.048 |
| NumWebPurchases | 0.589 | -0.000 | 0.745 | 0.473 | 0.694 | 0.466 | 0.459 | 0.574 | 0.294 | 1.000 | 0.630 | 0.674 | -0.098 | 0.737 | 0.166 | 0.204 | 0.080 | 0.317 | 0.138 | 0.196 | 0.162 | 0.109 | 0.133 | 0.251 | 0.234 | 0.638 | 0.101 | 0.000 | 0.079 | 0.080 | 0.101 |
| NumCatalogPurchases | 0.804 | 0.029 | 0.830 | 0.637 | 0.852 | 0.660 | 0.634 | 0.658 | -0.056 | 0.630 | 1.000 | 0.714 | -0.544 | 0.894 | 0.186 | 0.122 | 0.072 | 0.421 | 0.169 | 0.236 | 0.300 | 0.205 | 0.209 | 0.345 | 0.496 | 0.610 | 0.123 | 0.000 | 0.077 | 0.072 | 0.123 |
| NumStorePurchases | 0.750 | 0.003 | 0.805 | 0.582 | 0.788 | 0.579 | 0.582 | 0.541 | 0.092 | 0.674 | 0.714 | 1.000 | -0.477 | 0.816 | 0.172 | 0.112 | 0.105 | 0.404 | 0.084 | 0.145 | 0.201 | 0.136 | 0.136 | 0.243 | 0.315 | 0.656 | 0.127 | 0.000 | 0.100 | 0.105 | 0.127 |
| NumWebVisitsMonth | -0.644 | -0.020 | -0.402 | -0.455 | -0.500 | -0.471 | -0.459 | -0.267 | 0.397 | -0.098 | -0.544 | -0.477 | 1.000 | -0.479 | -0.136 | 0.310 | 0.064 | 0.341 | 0.238 | 0.130 | 0.329 | 0.221 | 0.105 | 0.144 | 0.567 | 0.350 | 0.106 | 0.072 | 0.054 | 0.064 | 0.106 |
| TotalSpent | 0.865 | 0.022 | 0.935 | 0.687 | 0.940 | 0.699 | 0.674 | 0.698 | -0.021 | 0.737 | 0.894 | 0.816 | -0.479 | 1.000 | 0.165 | 0.180 | 0.092 | 0.440 | 0.225 | 0.295 | 0.327 | 0.224 | 0.267 | 0.423 | 0.537 | 0.673 | 0.134 | 0.000 | 0.098 | 0.092 | 0.134 |
| Age | 0.221 | 0.015 | 0.238 | 0.029 | 0.122 | 0.031 | -0.003 | 0.077 | 0.094 | 0.166 | 0.186 | 0.172 | -0.136 | 0.165 | 1.000 | -0.010 | 0.111 | 0.235 | 0.336 | 0.067 | 0.213 | 0.156 | 0.057 | 0.076 | 0.314 | 0.197 | 0.876 | 0.084 | 0.146 | 0.111 | 0.876 |
| CustomerLastDays | -0.024 | 0.027 | 0.153 | 0.125 | 0.150 | 0.129 | 0.115 | 0.227 | 0.217 | 0.204 | 0.122 | 0.112 | 0.310 | 0.180 | -0.010 | 1.000 | 0.044 | 0.041 | 0.000 | 0.201 | 0.031 | 0.025 | 0.014 | 0.018 | 0.000 | 0.121 | 0.000 | 0.000 | 0.039 | 0.044 | 0.000 |
| Education | 0.172 | 0.000 | 0.116 | 0.072 | 0.070 | 0.064 | 0.073 | 0.083 | 0.013 | 0.080 | 0.072 | 0.105 | 0.064 | 0.092 | 0.111 | 0.044 | 1.000 | 0.050 | 0.105 | 0.096 | 0.033 | 0.032 | 0.000 | 0.032 | 0.000 | 0.134 | 0.112 | 0.000 | 1.000 | 1.000 | 0.112 |
| Kidhome | 0.421 | 0.065 | 0.411 | 0.316 | 0.363 | 0.327 | 0.319 | 0.283 | 0.212 | 0.317 | 0.421 | 0.404 | 0.341 | 0.440 | 0.235 | 0.041 | 0.050 | 1.000 | 0.053 | 0.074 | 0.621 | 0.526 | 0.153 | 0.207 | 0.538 | 0.456 | 0.209 | 0.000 | 0.037 | 0.050 | 0.209 |
| Teenhome | 0.349 | 0.047 | 0.112 | 0.122 | 0.229 | 0.141 | 0.111 | 0.031 | 0.350 | 0.138 | 0.169 | 0.084 | 0.238 | 0.225 | 0.336 | 0.000 | 0.105 | 0.053 | 1.000 | 0.160 | 0.564 | 0.468 | 0.095 | 0.107 | 0.609 | 0.078 | 0.251 | 0.011 | 0.086 | 0.105 | 0.251 |
| Response | 0.260 | 0.210 | 0.266 | 0.151 | 0.258 | 0.126 | 0.134 | 0.161 | 0.097 | 0.196 | 0.236 | 0.145 | 0.130 | 0.295 | 0.067 | 0.201 | 0.096 | 0.074 | 0.160 | 1.000 | 0.205 | 0.264 | 0.425 | 0.366 | 0.204 | 0.182 | 0.026 | 0.147 | 0.082 | 0.096 | 0.026 |
| Children | 0.335 | 0.033 | 0.220 | 0.270 | 0.359 | 0.289 | 0.269 | 0.175 | 0.371 | 0.162 | 0.300 | 0.201 | 0.329 | 0.327 | 0.213 | 0.031 | 0.033 | 0.621 | 0.564 | 0.205 | 1.000 | 0.762 | 0.161 | 0.244 | 1.000 | 0.264 | 0.143 | 0.045 | 0.034 | 0.033 | 0.143 |
| FamilySize | 0.222 | 0.030 | 0.156 | 0.187 | 0.244 | 0.200 | 0.183 | 0.132 | 0.271 | 0.109 | 0.205 | 0.136 | 0.221 | 0.224 | 0.156 | 0.025 | 0.032 | 0.526 | 0.468 | 0.264 | 0.762 | 1.000 | 0.103 | 0.187 | 0.760 | 0.223 | 0.109 | 0.600 | 0.034 | 0.032 | 0.109 |
| TotalAcceptedCmp | 0.250 | 0.000 | 0.302 | 0.130 | 0.182 | 0.118 | 0.110 | 0.130 | 0.077 | 0.133 | 0.209 | 0.136 | 0.105 | 0.267 | 0.057 | 0.014 | 0.000 | 0.153 | 0.095 | 0.425 | 0.161 | 0.103 | 1.000 | 0.999 | 0.281 | 0.247 | 0.035 | 0.000 | 0.018 | 0.000 | 0.035 |
| AcceptedSmth | 0.383 | 0.000 | 0.473 | 0.179 | 0.294 | 0.178 | 0.168 | 0.230 | 0.136 | 0.251 | 0.345 | 0.243 | 0.144 | 0.423 | 0.076 | 0.018 | 0.032 | 0.207 | 0.107 | 0.366 | 0.244 | 0.187 | 0.999 | 1.000 | 0.239 | 0.248 | 0.020 | 0.000 | 0.024 | 0.032 | 0.020 |
| HasChildren | 0.543 | 0.021 | 0.354 | 0.458 | 0.608 | 0.486 | 0.453 | 0.281 | 0.567 | 0.234 | 0.496 | 0.315 | 0.567 | 0.537 | 0.314 | 0.000 | 0.000 | 0.538 | 0.609 | 0.204 | 1.000 | 0.760 | 0.281 | 0.239 | 1.000 | 0.241 | 0.109 | 0.051 | 0.000 | 0.000 | 0.109 |
| BoughtCatalog | 0.600 | 0.000 | 0.631 | 0.407 | 0.506 | 0.426 | 0.419 | 0.527 | 0.222 | 0.638 | 0.610 | 0.656 | 0.350 | 0.673 | 0.197 | 0.121 | 0.134 | 0.456 | 0.078 | 0.182 | 0.264 | 0.223 | 0.247 | 0.248 | 0.241 | 1.000 | 0.175 | 0.009 | 0.097 | 0.134 | 0.175 |
| AgeGroup | 0.191 | 0.071 | 0.138 | 0.047 | 0.090 | 0.079 | 0.046 | 0.071 | 0.048 | 0.101 | 0.123 | 0.127 | 0.106 | 0.134 | 0.876 | 0.000 | 0.112 | 0.209 | 0.251 | 0.026 | 0.143 | 0.109 | 0.035 | 0.020 | 0.109 | 0.175 | 1.000 | 0.000 | 0.113 | 0.112 | 1.000 |
| InRelationship | 0.019 | 0.055 | 0.034 | 0.000 | 0.046 | 0.000 | 0.041 | 0.043 | 0.020 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.084 | 0.000 | 0.000 | 0.000 | 0.011 | 0.147 | 0.045 | 0.600 | 0.000 | 0.000 | 0.051 | 0.009 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| EducationLevel | 0.179 | 0.000 | 0.143 | 0.091 | 0.076 | 0.075 | 0.095 | 0.106 | 0.015 | 0.079 | 0.077 | 0.100 | 0.054 | 0.098 | 0.146 | 0.039 | 1.000 | 0.037 | 0.086 | 0.082 | 0.034 | 0.034 | 0.018 | 0.024 | 0.000 | 0.097 | 0.113 | 0.000 | 1.000 | 1.000 | 0.113 |
| MedEducationTotalSpent | 0.172 | 0.000 | 0.116 | 0.072 | 0.070 | 0.064 | 0.073 | 0.083 | 0.013 | 0.080 | 0.072 | 0.105 | 0.064 | 0.092 | 0.111 | 0.044 | 1.000 | 0.050 | 0.105 | 0.096 | 0.033 | 0.032 | 0.000 | 0.032 | 0.000 | 0.134 | 0.112 | 0.000 | 1.000 | 1.000 | 0.112 |
| MedAgeGroupTotalSpent | 0.191 | 0.071 | 0.138 | 0.047 | 0.090 | 0.079 | 0.046 | 0.071 | 0.048 | 0.101 | 0.123 | 0.127 | 0.106 | 0.134 | 0.876 | 0.000 | 0.112 | 0.209 | 0.251 | 0.026 | 0.143 | 0.109 | 0.035 | 0.020 | 0.109 | 0.175 | 1.000 | 0.000 | 0.113 | 0.112 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Education | Income | Kidhome | Teenhome | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | Response | TotalSpent | Age | Children | FamilySize | TotalAcceptedCmp | AcceptedSmth | HasChildren | BoughtCatalog | AgeGroup | CustomerLastDays | InRelationship | EducationLevel | MedEducationTotalSpent | MedAgeGroupTotalSpent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Graduation | 58138.0 | 0 | 0 | 58 | 635 | 88 | 546 | 172 | 88 | 88 | 3 | 8 | 10 | 4 | 7 | 1 | 1617 | 57 | 0 | 1 | 0 | 0 | 0 | 1 | Average | 663 | 0 | Graduate | 415.0 | 522.0 |
| 1 | Graduation | 46344.0 | 1 | 1 | 38 | 11 | 1 | 6 | 2 | 1 | 6 | 2 | 1 | 1 | 2 | 5 | 0 | 27 | 60 | 2 | 3 | 0 | 0 | 1 | 1 | Elderly | 113 | 0 | Graduate | 415.0 | 657.5 |
| 2 | Graduation | 71613.0 | 0 | 0 | 26 | 426 | 49 | 127 | 111 | 21 | 42 | 1 | 8 | 2 | 10 | 4 | 0 | 776 | 49 | 0 | 2 | 0 | 0 | 0 | 1 | Average | 312 | 1 | Graduate | 415.0 | 522.0 |
| 3 | Graduation | 26646.0 | 1 | 0 | 26 | 11 | 4 | 20 | 10 | 3 | 5 | 2 | 2 | 0 | 4 | 6 | 0 | 53 | 30 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 139 | 1 | Graduate | 415.0 | 219.0 |
| 4 | PhD | 58293.0 | 1 | 0 | 94 | 173 | 43 | 118 | 46 | 27 | 15 | 5 | 5 | 3 | 6 | 5 | 0 | 422 | 33 | 1 | 3 | 0 | 0 | 1 | 1 | Youth | 161 | 1 | Postgraduate | 496.0 | 219.0 |
| 5 | Master | 62513.0 | 0 | 1 | 16 | 520 | 42 | 98 | 0 | 42 | 14 | 2 | 6 | 4 | 10 | 6 | 0 | 716 | 47 | 1 | 3 | 0 | 0 | 1 | 1 | Average | 293 | 1 | Postgraduate | 390.0 | 522.0 |
| 6 | Graduation | 55635.0 | 0 | 1 | 34 | 235 | 65 | 164 | 50 | 49 | 27 | 4 | 7 | 3 | 7 | 6 | 0 | 590 | 43 | 1 | 2 | 0 | 0 | 1 | 1 | Youth | 593 | 0 | Graduate | 415.0 | 219.0 |
| 7 | PhD | 33454.0 | 1 | 0 | 32 | 76 | 10 | 56 | 3 | 1 | 23 | 2 | 4 | 0 | 4 | 8 | 0 | 169 | 29 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 417 | 1 | Postgraduate | 496.0 | 219.0 |
| 8 | PhD | 30351.0 | 1 | 0 | 19 | 14 | 0 | 24 | 3 | 3 | 2 | 1 | 3 | 0 | 2 | 9 | 1 | 46 | 40 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 388 | 1 | Postgraduate | 496.0 | 219.0 |
| 11 | Basic | 7500.0 | 0 | 0 | 59 | 6 | 16 | 11 | 11 | 1 | 16 | 1 | 2 | 0 | 3 | 8 | 0 | 61 | 38 | 0 | 2 | 0 | 0 | 0 | 0 | Youth | 593 | 1 | Undergraduate | 57.0 | 219.0 |
| Education | Income | Kidhome | Teenhome | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | Response | TotalSpent | Age | Children | FamilySize | TotalAcceptedCmp | AcceptedSmth | HasChildren | BoughtCatalog | AgeGroup | CustomerLastDays | InRelationship | EducationLevel | MedEducationTotalSpent | MedAgeGroupTotalSpent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2229 | Graduation | 24434.0 | 2 | 0 | 9 | 3 | 2 | 8 | 20 | 0 | 17 | 2 | 2 | 1 | 2 | 7 | 0 | 50 | 42 | 2 | 4 | 0 | 0 | 1 | 1 | Youth | 42 | 1 | Graduate | 415.0 | 219.0 |
| 2230 | Graduation | 11012.0 | 1 | 0 | 82 | 24 | 3 | 26 | 7 | 1 | 23 | 3 | 3 | 1 | 2 | 9 | 0 | 84 | 30 | 1 | 2 | 1 | 1 | 1 | 1 | Youth | 470 | 0 | Graduate | 415.0 | 219.0 |
| 2231 | Master | 44802.0 | 0 | 0 | 71 | 853 | 10 | 143 | 13 | 10 | 20 | 2 | 9 | 4 | 12 | 8 | 0 | 1049 | 44 | 0 | 1 | 0 | 0 | 0 | 1 | Youth | 677 | 0 | Postgraduate | 390.0 | 219.0 |
| 2232 | Graduation | 26816.0 | 0 | 0 | 50 | 5 | 1 | 6 | 3 | 4 | 3 | 1 | 0 | 0 | 3 | 4 | 0 | 22 | 28 | 0 | 1 | 0 | 0 | 0 | 0 | Youth | 681 | 0 | Graduate | 415.0 | 219.0 |
| 2234 | Graduation | 34421.0 | 1 | 0 | 81 | 3 | 3 | 7 | 6 | 2 | 9 | 1 | 1 | 0 | 2 | 7 | 0 | 30 | 40 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 363 | 1 | Graduate | 415.0 | 219.0 |
| 2235 | Graduation | 61223.0 | 0 | 1 | 46 | 709 | 43 | 182 | 42 | 118 | 247 | 2 | 9 | 3 | 4 | 5 | 0 | 1341 | 47 | 1 | 3 | 0 | 0 | 1 | 1 | Average | 381 | 1 | Graduate | 415.0 | 522.0 |
| 2236 | PhD | 64014.0 | 2 | 1 | 56 | 406 | 0 | 30 | 0 | 0 | 8 | 7 | 8 | 2 | 5 | 7 | 0 | 444 | 68 | 3 | 5 | 1 | 1 | 1 | 1 | Elderly | 19 | 1 | Postgraduate | 496.0 | 657.5 |
| 2237 | Graduation | 56981.0 | 0 | 0 | 91 | 908 | 48 | 217 | 32 | 12 | 24 | 1 | 2 | 3 | 13 | 6 | 0 | 1241 | 33 | 0 | 1 | 1 | 1 | 0 | 1 | Youth | 155 | 0 | Graduate | 415.0 | 219.0 |
| 2238 | Master | 69245.0 | 0 | 1 | 8 | 428 | 30 | 214 | 80 | 30 | 61 | 2 | 6 | 5 | 10 | 3 | 0 | 843 | 58 | 1 | 3 | 0 | 0 | 1 | 1 | Average | 156 | 1 | Postgraduate | 390.0 | 522.0 |
| 2239 | PhD | 52869.0 | 1 | 1 | 40 | 84 | 3 | 61 | 2 | 1 | 21 | 3 | 3 | 1 | 4 | 7 | 1 | 172 | 60 | 2 | 4 | 0 | 0 | 1 | 1 | Elderly | 622 | 1 | Postgraduate | 496.0 | 657.5 |
Most frequently occurring
| Education | Income | Kidhome | Teenhome | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | Response | TotalSpent | Age | Children | FamilySize | TotalAcceptedCmp | AcceptedSmth | HasChildren | BoughtCatalog | AgeGroup | CustomerLastDays | InRelationship | EducationLevel | MedEducationTotalSpent | MedAgeGroupTotalSpent | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | Graduation | 18690.0 | 0 | 0 | 77 | 6 | 1 | 7 | 23 | 4 | 19 | 1 | 1 | 1 | 2 | 8 | 0 | 60 | 55 | 0 | 2 | 0 | 0 | 0 | 1 | Average | 548 | 1 | Graduate | 415.0 | 522.0 | 3 |
| 23 | Graduation | 18929.0 | 0 | 0 | 15 | 32 | 0 | 8 | 23 | 4 | 18 | 1 | 1 | 0 | 4 | 6 | 0 | 85 | 24 | 0 | 2 | 0 | 0 | 0 | 0 | Youth | 498 | 1 | Graduate | 415.0 | 219.0 | 3 |
| 57 | Graduation | 39922.0 | 1 | 0 | 30 | 29 | 12 | 59 | 19 | 1 | 36 | 2 | 3 | 0 | 4 | 8 | 0 | 156 | 31 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 500 | 1 | Graduate | 415.0 | 219.0 | 3 |
| 84 | Graduation | 67445.0 | 0 | 1 | 63 | 757 | 80 | 217 | 29 | 80 | 11 | 5 | 9 | 6 | 12 | 6 | 0 | 1174 | 40 | 1 | 3 | 0 | 0 | 1 | 1 | Youth | 686 | 1 | Graduate | 415.0 | 219.0 | 3 |
| 107 | Graduation | 83844.0 | 0 | 0 | 57 | 901 | 31 | 345 | 75 | 31 | 191 | 1 | 4 | 4 | 11 | 1 | 0 | 1574 | 62 | 0 | 2 | 1 | 1 | 0 | 1 | Elderly | 413 | 1 | Graduate | 415.0 | 657.5 | 3 |
| 133 | Master | 63841.0 | 0 | 1 | 64 | 635 | 15 | 100 | 20 | 7 | 131 | 1 | 9 | 3 | 9 | 6 | 0 | 908 | 46 | 1 | 2 | 0 | 0 | 1 | 1 | Average | 434 | 0 | Postgraduate | 390.0 | 522.0 | 3 |
| 0 | Basic | 20425.0 | 1 | 0 | 5 | 4 | 12 | 5 | 3 | 16 | 17 | 2 | 2 | 0 | 3 | 7 | 0 | 57 | 28 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 608 | 1 | Undergraduate | 57.0 | 219.0 | 2 |
| 1 | Basic | 22634.0 | 0 | 0 | 47 | 2 | 23 | 11 | 8 | 6 | 46 | 1 | 2 | 1 | 2 | 8 | 0 | 96 | 48 | 0 | 2 | 0 | 0 | 0 | 1 | Average | 529 | 1 | Undergraduate | 57.0 | 522.0 | 2 |
| 2 | Basic | 24594.0 | 1 | 0 | 94 | 1 | 3 | 6 | 10 | 0 | 9 | 1 | 1 | 0 | 3 | 5 | 0 | 29 | 35 | 1 | 3 | 0 | 0 | 1 | 0 | Youth | 201 | 1 | Undergraduate | 57.0 | 219.0 | 2 |
| 3 | Basic | 24882.0 | 1 | 0 | 52 | 1 | 4 | 10 | 29 | 0 | 36 | 1 | 1 | 1 | 2 | 6 | 0 | 80 | 36 | 1 | 3 | 1 | 1 | 1 | 1 | Youth | 658 | 1 | Undergraduate | 57.0 | 219.0 | 2 |